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πŸ”₯ Statistics For Data Science In 5 Hours | Data Science Course For Beginners 2023 | Simplilearn

πŸ”₯ Statistics For Data Science In 5 Hours | Data Science Course For Beginners 2023 | Simplilearn

Simplilearn

0 mins
6805+ students

πŸ“ About This Course

πŸ”₯ πŸ”₯ Data Science Post Graduate Program: https://www.simplilearn.com/iitk-professional-certificate-course-data-science?utm_campaign=TempLink1&utm_medium=Descriptionff&utm_source=youtube πŸ”₯ Data Science Bootcamp Program: https://www.simplilearn.com/post-graduate-program-data-science?utm_campaign=TempLink1&utm_medium=Descriptionff&utm_source=youtube πŸ”₯ Data Science Master's Program: https://www.simplilearn.com/big-data-and-analytics/senior-data-scientist-masters-program-training?utm_campaign=TempLink1&utm_medium=Descriptionff&utm_source=youtube Statistics For Data Science In 5 Hours by Simplilearn is dedicated to help aspiring data scientist to learn the Data Science Course For Beginners 2023 that covers all the major Statistics Fundamentals. This Simplilearn tutorial covers the following 00:00:00 Variance And Standard Deviation In Statistics 00:10:38 Statistics For Data Science 00:30:26 Top 10 Statistics Concepts in Data Science 00:36:24 Types Of Statistical Methods Explained 00:39:42 What Is Correlation? 00:43:33 Types of Correlation 00:48:11 Correlation vs Regression 00:55:39 Skewness And Kurtosis And Moments 01:00:43 Population And Sample In Statistics Example 01:07:38 Mean Squared Error 01:12:50 Z Test Vs T Test In Statistics 01:19:07 Percentiles And Quartiles In Statistics 01:24:54 Bayes Theorem 01:29:58 Confidence Interval In Statistics 01:34:54 Confidence Interval And Hypothesis Testing 01:47:10 BIAS In Statistics 01:51:42 Hypothesis Testing In Statistics 01:59:31 Probability Density Function With Example 02:23:55 Chi Square Test 02:29:31 Conditional Probability 02:36:22 What Are Mean, Median & Mode? 02:48:27 Types Of Distribution In Statistics 03:12:54 Normal Distribution In Statistics 03:29:26 Poisson Distribution In Probability And Statistics 03:33:09 Binomial Distribution In Probability 03:38:30 Empirical Rule In Statistics 03:40:49 What is Central Limit Theorem 03:47:03 Pearson's Correlation Coefficient 03:53:19 R Squared Error 04:10:59 Chi-Square Distribution 04:16:36 Box And Whisker Plots 04:21:38 Bias And Variance In Statistics βœ… Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH #StatisticsForDataScience #DataScienceCourseForBeginners #DataScienceFullCourse #DataScienceCourse #DataScienceCourse2023 #DataScienceFullCourseForBeginners #DataScience #DataScientist #DataScienceCertifications #2024 #OnlineCertifications #Simplilearn ➑️ About Caltech Post Graduate Program In Data Science This Post Graduation in Data Science leverages the superiority of Caltech's academic eminence. The Data Science program covers critical Data Science topics like Python programming, R programming, Machine Learning, Deep Learning, and Data Visualization tools through an interactive learning model with live sessions by global practitioners and practical labs. βœ… Key Features - Simplilearn's JobAssist helps you get noticed by top hiring companies - Caltech PG program in Data Science completion certificate - Earn up to 14 CEUs from Caltech CTME - Masterclasses delivered by distinguished Caltech faculty and IBM experts - Caltech CTME Circle membership - Online convocation by Caltech CTME Program Director - IBM certificates for IBM courses - Access to hackathons and Ask Me Anything sessions from IBM - 25+ hands-on projects from the likes of Amazon, Walmart, Uber, and many more - Seamless access to integrated labs - Capstone projects in 3 domains - Simplilearn’s Career Assistance to help you get noticed by top hiring companies - 8X higher interaction in live online classes by industry experts βœ… Skills Covered - Exploratory Data Analysis - Descriptive Statistics - Inferential Statistics - Model Building and Fine Tuning - Supervised and Unsupervised Learning - Ensemble Learning - Deep Learning - Data Visualization πŸ‘‰ Learn More At: https://www.simplilearn.com/post-graduate-program-data-science?utm_campaign=26October2023StatisticsForDataScience2023&utm_medium=Description&utm_source=youtube πŸ”₯πŸ”₯ *Interested in Attending Live Classes? Call Us:* IN - 18002127688 / US - +18445327688 πŸ‘‰ Listen to what millions of users say about our courses! https://www.simplilearn.com/reviews?utm_campaign=26October2023StatisticsForDataScience2023&utm_medium=Description&utm_source=youtube

πŸš€ What You'll Learn

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Complete understanding of the topic

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Hands-on practical knowledge

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Real-world examples and use cases

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